Beyond the profile: adventures in machine learning and automation

Julian Flowers

15/09/2017

A bit about data science…

Profiles

Profiles

What if I asked you…?

Automation

Fingertips API and fingertipsR

Fingertips metadata

fingertipsR

Machine learning

Diabetes data

Correlations

Correlation network

Clustering

What (if anything) is different about North Essex

kmeans

Data dimensions - dimensionality reduction